Overview
Brought to you by YData
Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 74051 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.6 MiB |
| Average record size in memory | 122.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 8 |
Age is highly overall correlated with Diameter and 6 other fields | High correlation |
Diameter is highly overall correlated with Age and 6 other fields | High correlation |
Height is highly overall correlated with Age and 6 other fields | High correlation |
Length is highly overall correlated with Age and 6 other fields | High correlation |
Shell Weight is highly overall correlated with Age and 6 other fields | High correlation |
Shucked Weight is highly overall correlated with Age and 6 other fields | High correlation |
Viscera Weight is highly overall correlated with Age and 6 other fields | High correlation |
Weight is highly overall correlated with Age and 6 other fields | High correlation |
Reproduction
| Analysis started | 2024-10-28 11:18:30.751549 |
|---|---|
| Analysis finished | 2024-10-28 11:18:41.726217 |
| Duration | 10.97 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I |
|---|---|
| 2nd row | I |
| 3rd row | M |
| 4th row | F |
| 5th row | I |
Common Values
| Value | Count | Frequency (%) |
| M | 27084 | |
| I | 23957 | |
| F | 23010 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 27084 | |
| i | 23957 | |
| f | 23010 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 27084 | |
| I | 23957 | |
| F | 23010 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 74051 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 27084 | |
| I | 23957 | |
| F | 23010 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 74051 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 27084 | |
| I | 23957 | |
| F | 23010 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 74051 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 27084 | |
| I | 23957 | |
| F | 23010 |
Length
Real number (ℝ)
High correlation 
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.31746 |
| Minimum | 0.1875 |
|---|---|
| Maximum | 2.0128145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 0.1875 |
|---|---|
| 5-th percentile | 0.7375 |
| Q1 | 1.15 |
| median | 1.375 |
| Q3 | 1.5375 |
| 95-th percentile | 1.675 |
| Maximum | 2.0128145 |
| Range | 1.8253145 |
| Interquartile range (IQR) | 0.3875 |
Descriptive statistics
| Standard deviation | 0.28775713 |
|---|---|
| Coefficient of variation (CV) | 0.21841811 |
| Kurtosis | 0.29176672 |
| Mean | 1.31746 |
| Median Absolute Deviation (MAD) | 0.1875 |
| Skewness | -0.84437694 |
| Sum | 97559.23 |
| Variance | 0.082804163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.5625 | 2302 | 3.1% |
| 1.5 | 2096 | 2.8% |
| 1.375 | 1993 | 2.7% |
| 1.3125 | 1869 | 2.5% |
| 1.425 | 1820 | 2.5% |
| 1.4375 | 1819 | 2.5% |
| 1.45 | 1765 | 2.4% |
| 1.6125 | 1686 | 2.3% |
| 1.4125 | 1674 | 2.3% |
| 1.575 | 1670 | 2.3% |
| Other values (134) | 55357 |
| Value | Count | Frequency (%) |
| 0.1875 | 2 | < 0.1% |
| 0.275 | 2 | < 0.1% |
| 0.2875 | 1 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.3125 | 3 | < 0.1% |
| 0.325 | 12 | |
| 0.3375 | 9 | |
| 0.35 | 15 | |
| 0.3625 | 4 | < 0.1% |
| 0.375 | 21 |
| Value | Count | Frequency (%) |
| 2.0128145 | 1 | < 0.1% |
| 1.95 | 6 | < 0.1% |
| 1.9375 | 5 | < 0.1% |
| 1.925 | 19 | < 0.1% |
| 1.9125 | 5 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| 1.8875 | 16 | < 0.1% |
| 1.875 | 64 | |
| 1.8625 | 29 | |
| 1.85 | 35 |
Diameter
Real number (ℝ)
High correlation 
| Distinct | 122 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.024496 |
| Minimum | 0.1375 |
|---|---|
| Maximum | 1.6125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 0.1375 |
|---|---|
| 5-th percentile | 0.55 |
| Q1 | 0.8875 |
| median | 1.075 |
| Q3 | 1.2 |
| 95-th percentile | 1.3125 |
| Maximum | 1.6125 |
| Range | 1.475 |
| Interquartile range (IQR) | 0.3125 |
Descriptive statistics
| Standard deviation | 0.23739628 |
|---|---|
| Coefficient of variation (CV) | 0.23172005 |
| Kurtosis | 0.17727812 |
| Mean | 1.024496 |
| Median Absolute Deviation (MAD) | 0.15 |
| Skewness | -0.8128656 |
| Sum | 75864.956 |
| Variance | 0.056356993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.125 | 3131 | 4.2% |
| 1.1875 | 2467 | 3.3% |
| 1.2125 | 2322 | 3.1% |
| 1 | 2153 | 2.9% |
| 1.175 | 2132 | 2.9% |
| 1.2 | 2080 | 2.8% |
| 1.25 | 2067 | 2.8% |
| 1.1 | 1958 | 2.6% |
| 1.3125 | 1909 | 2.6% |
| 1.225 | 1821 | 2.5% |
| Other values (112) | 52011 |
| Value | Count | Frequency (%) |
| 0.1375 | 5 | < 0.1% |
| 0.15 | 2 | < 0.1% |
| 0.1875 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.2125 | 2 | < 0.1% |
| 0.225 | 1 | < 0.1% |
| 0.2375 | 11 | < 0.1% |
| 0.25 | 20 | < 0.1% |
| 0.2625 | 49 | |
| 0.275 | 52 |
| Value | Count | Frequency (%) |
| 1.6125 | 1 | < 0.1% |
| 1.5875 | 1 | < 0.1% |
| 1.575 | 7 | < 0.1% |
| 1.5625 | 2 | < 0.1% |
| 1.55 | 2 | < 0.1% |
| 1.5375 | 6 | < 0.1% |
| 1.525 | 2 | < 0.1% |
| 1.5125 | 11 | < 0.1% |
| 1.5 | 30 | |
| 1.4875 | 16 |
Height
Real number (ℝ)
High correlation 
| Distinct | 65 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34808948 |
| Minimum | 0 |
|---|---|
| Maximum | 2.825 |
| Zeros | 24 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1875 |
| Q1 | 0.3 |
| median | 0.3625 |
| Q3 | 0.4125 |
| 95-th percentile | 0.475 |
| Maximum | 2.825 |
| Range | 2.825 |
| Interquartile range (IQR) | 0.1125 |
Descriptive statistics
| Standard deviation | 0.092033961 |
|---|---|
| Coefficient of variation (CV) | 0.26439742 |
| Kurtosis | 14.153342 |
| Mean | 0.34808948 |
| Median Absolute Deviation (MAD) | 0.0625 |
| Skewness | 0.086577684 |
| Sum | 25776.374 |
| Variance | 0.0084702499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.375 | 5650 | 7.6% |
| 0.4125 | 5446 | 7.4% |
| 0.3125 | 4383 | 5.9% |
| 0.4 | 4242 | 5.7% |
| 0.3875 | 4242 | 5.7% |
| 0.4375 | 4008 | 5.4% |
| 0.3625 | 3451 | 4.7% |
| 0.35 | 3291 | 4.4% |
| 0.425 | 3016 | 4.1% |
| 0.3375 | 3013 | 4.1% |
| Other values (55) | 33309 |
| Value | Count | Frequency (%) |
| 0 | 24 | < 0.1% |
| 0.0125 | 1 | < 0.1% |
| 0.025 | 3 | < 0.1% |
| 0.0375 | 11 | < 0.1% |
| 0.05 | 6 | < 0.1% |
| 0.0625 | 95 | 0.1% |
| 0.075 | 71 | 0.1% |
| 0.0875 | 107 | 0.1% |
| 0.1 | 298 | |
| 0.1125 | 305 |
| Value | Count | Frequency (%) |
| 2.825 | 2 | < 0.1% |
| 1.2875 | 1 | < 0.1% |
| 0.8125 | 1 | < 0.1% |
| 0.775 | 1 | < 0.1% |
| 0.7625 | 1 | < 0.1% |
| 0.6625 | 1 | < 0.1% |
| 0.625 | 13 | |
| 0.6125 | 1 | < 0.1% |
| 0.6 | 12 | |
| 0.5875 | 19 |
Weight
Real number (ℝ)
High correlation 
| Distinct | 3096 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.385217 |
| Minimum | 0.056699 |
|---|---|
| Maximum | 80.101512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 0.056699 |
|---|---|
| 5-th percentile | 3.6003865 |
| Q1 | 13.437663 |
| median | 23.799405 |
| Q3 | 32.162508 |
| 95-th percentile | 44.211045 |
| Maximum | 80.101512 |
| Range | 80.044813 |
| Interquartile range (IQR) | 18.724845 |
Descriptive statistics
| Standard deviation | 12.648153 |
|---|---|
| Coefficient of variation (CV) | 0.54086105 |
| Kurtosis | -0.40179876 |
| Mean | 23.385217 |
| Median Absolute Deviation (MAD) | 9.4262087 |
| Skewness | 0.23146456 |
| Sum | 1731698.7 |
| Variance | 159.97577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.16250775 | 354 | 0.5% |
| 6.30776375 | 294 | 0.4% |
| 13.53688625 | 246 | 0.3% |
| 27.499015 | 232 | 0.3% |
| 34.5013415 | 222 | 0.3% |
| 25.51455 | 203 | 0.3% |
| 31.62386725 | 199 | 0.3% |
| 33.40988575 | 194 | 0.3% |
| 24.73493875 | 188 | 0.3% |
| 18.01610725 | 188 | 0.3% |
| Other values (3086) | 71731 |
| Value | Count | Frequency (%) |
| 0.056699 | 2 | < 0.1% |
| 0.12757275 | 1 | < 0.1% |
| 0.21262125 | 1 | < 0.1% |
| 0.226796 | 4 | < 0.1% |
| 0.29766975 | 12 | < 0.1% |
| 0.35436875 | 2 | < 0.1% |
| 0.3685435 | 6 | < 0.1% |
| 0.38271825 | 3 | < 0.1% |
| 0.396893 | 4 | < 0.1% |
| 0.41106775 | 37 |
| Value | Count | Frequency (%) |
| 80.10151225 | 3 | < 0.1% |
| 78.79743525 | 2 | < 0.1% |
| 75.3246215 | 3 | < 0.1% |
| 72.4329725 | 5 | |
| 72.291225 | 2 | < 0.1% |
| 72.234526 | 8 | |
| 71.71106475 | 1 | < 0.1% |
| 71.31316725 | 4 | |
| 71.11472075 | 2 | < 0.1% |
| 71.0154975 | 5 |
Shucked Weight
Real number (ℝ)
High correlation 
| Distinct | 1766 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.10427 |
| Minimum | 0.0283495 |
|---|---|
| Maximum | 42.184056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 0.0283495 |
|---|---|
| 5-th percentile | 1.5025235 |
| Q1 | 5.7124242 |
| median | 9.9081503 |
| Q3 | 14.033003 |
| 95-th percentile | 19.376883 |
| Maximum | 42.184056 |
| Range | 42.155707 |
| Interquartile range (IQR) | 8.3205783 |
Descriptive statistics
| Standard deviation | 5.6180254 |
|---|---|
| Coefficient of variation (CV) | 0.55600508 |
| Kurtosis | -0.11907427 |
| Mean | 10.10427 |
| Median Absolute Deviation (MAD) | 4.1673765 |
| Skewness | 0.3494717 |
| Sum | 748231.28 |
| Variance | 31.562209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.87980075 | 357 | 0.5% |
| 2.721552 | 327 | 0.4% |
| 14.92601175 | 322 | 0.4% |
| 11.8784405 | 277 | 0.4% |
| 7.10154975 | 271 | 0.4% |
| 5.74077375 | 259 | 0.3% |
| 10.149121 | 257 | 0.3% |
| 19.6462035 | 230 | 0.3% |
| 15.03940975 | 228 | 0.3% |
| 4.9611625 | 227 | 0.3% |
| Other values (1756) | 71296 |
| Value | Count | Frequency (%) |
| 0.0283495 | 2 | < 0.1% |
| 0.04252425 | 1 | < 0.1% |
| 0.07087375 | 3 | < 0.1% |
| 0.09922325 | 3 | < 0.1% |
| 0.12757275 | 7 | < 0.1% |
| 0.1417475 | 41 | |
| 0.15592225 | 23 | < 0.1% |
| 0.18427175 | 52 | |
| 0.1984465 | 1 | < 0.1% |
| 0.21262125 | 97 |
| Value | Count | Frequency (%) |
| 42.184056 | 2 | < 0.1% |
| 38.3001745 | 2 | < 0.1% |
| 38.2434755 | 1 | < 0.1% |
| 38.22930075 | 1 | < 0.1% |
| 36.55668025 | 1 | < 0.1% |
| 35.6920205 | 1 | < 0.1% |
| 35.5219235 | 1 | < 0.1% |
| 35.30930225 | 1 | < 0.1% |
| 35.13920525 | 5 | |
| 35.096681 | 1 | < 0.1% |
Viscera Weight
Real number (ℝ)
High correlation 
| Distinct | 967 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.058386 |
| Minimum | 0.04252425 |
|---|---|
| Maximum | 21.54562 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 0.04252425 |
|---|---|
| 5-th percentile | 0.793786 |
| Q1 | 2.8632995 |
| median | 4.989512 |
| Q3 | 6.9881518 |
| 95-th percentile | 9.7380533 |
| Maximum | 21.54562 |
| Range | 21.503096 |
| Interquartile range (IQR) | 4.1248522 |
Descriptive statistics
| Standard deviation | 2.7927287 |
|---|---|
| Coefficient of variation (CV) | 0.55209877 |
| Kurtosis | -0.365303 |
| Mean | 5.058386 |
| Median Absolute Deviation (MAD) | 2.0695135 |
| Skewness | 0.28638284 |
| Sum | 374578.54 |
| Variance | 7.7993336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.8683465 | 509 | 0.7% |
| 6.22271525 | 432 | 0.6% |
| 4.86193925 | 383 | 0.5% |
| 3.86970675 | 372 | 0.5% |
| 4.89028875 | 369 | 0.5% |
| 1.7293195 | 346 | 0.5% |
| 4.8477645 | 345 | 0.5% |
| 6.2652395 | 345 | 0.5% |
| 6.90310325 | 344 | 0.5% |
| 3.6003865 | 344 | 0.5% |
| Other values (957) | 70262 |
| Value | Count | Frequency (%) |
| 0.04252425 | 2 | < 0.1% |
| 0.056699 | 2 | < 0.1% |
| 0.07087375 | 6 | < 0.1% |
| 0.0750485 | 1 | < 0.1% |
| 0.0775255 | 1 | < 0.1% |
| 0.07756975 | 1 | < 0.1% |
| 0.0850485 | 38 | |
| 0.09922325 | 68 | |
| 0.113398 | 7 | < 0.1% |
| 0.12757275 | 73 |
| Value | Count | Frequency (%) |
| 21.54562 | 1 | < 0.1% |
| 19.74542675 | 1 | < 0.1% |
| 19.5895045 | 1 | < 0.1% |
| 18.18620425 | 1 | < 0.1% |
| 18.086981 | 1 | < 0.1% |
| 17.293195 | 1 | < 0.1% |
| 16.726205 | 2 | |
| 16.3009625 | 4 | |
| 15.989118 | 2 | |
| 15.6772735 | 1 | < 0.1% |
Shell Weight
Real number (ℝ)
High correlation 
| Distinct | 1048 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7238701 |
| Minimum | 0.04252425 |
|---|---|
| Maximum | 28.491248 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 0.04252425 |
|---|---|
| 5-th percentile | 1.1056305 |
| Q1 | 3.96893 |
| median | 6.9314528 |
| Q3 | 9.07184 |
| 95-th percentile | 12.7431 |
| Maximum | 28.491248 |
| Range | 28.448723 |
| Interquartile range (IQR) | 5.10291 |
Descriptive statistics
| Standard deviation | 3.5843721 |
|---|---|
| Coefficient of variation (CV) | 0.5330817 |
| Kurtosis | -0.1424151 |
| Mean | 6.7238701 |
| Median Absolute Deviation (MAD) | 2.5656297 |
| Skewness | 0.27745897 |
| Sum | 497909.31 |
| Variance | 12.847723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.7961125 | 1427 | 1.9% |
| 8.9300925 | 1395 | 1.9% |
| 7.2291225 | 1127 | 1.5% |
| 5.2446575 | 1107 | 1.5% |
| 10.0640725 | 1083 | 1.5% |
| 1.984465 | 1054 | 1.4% |
| 9.4970825 | 1049 | 1.4% |
| 7.5126175 | 1009 | 1.4% |
| 8.3631025 | 1000 | 1.4% |
| 7.087375 | 993 | 1.3% |
| Other values (1038) | 62807 |
| Value | Count | Frequency (%) |
| 0.04252425 | 2 | < 0.1% |
| 0.056699 | 1 | < 0.1% |
| 0.07087375 | 1 | < 0.1% |
| 0.09922325 | 6 | < 0.1% |
| 0.113398 | 9 | < 0.1% |
| 0.12757275 | 1 | < 0.1% |
| 0.1417475 | 197 | |
| 0.15592225 | 4 | < 0.1% |
| 0.170097 | 9 | < 0.1% |
| 0.18427175 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 28.4912475 | 1 | < 0.1% |
| 26.932025 | 1 | < 0.1% |
| 25.4295015 | 5 | |
| 25.0893075 | 5 | |
| 24.08290025 | 1 | < 0.1% |
| 23.43086175 | 1 | < 0.1% |
| 23.1048425 | 6 | |
| 22.60872625 | 1 | < 0.1% |
| 22.4244545 | 1 | < 0.1% |
| 22.35358075 | 1 | < 0.1% |
Age
Real number (ℝ)
High correlation 
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.967806 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 578.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| median | 10 |
| Q3 | 11 |
| 95-th percentile | 16 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.1751892 |
|---|---|
| Coefficient of variation (CV) | 0.31854444 |
| Kurtosis | 2.2966407 |
| Mean | 9.967806 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0929192 |
| Sum | 738126 |
| Variance | 10.081826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 12473 | |
| 10 | 11480 | |
| 8 | 9966 | |
| 11 | 8746 | |
| 7 | 6574 | |
| 12 | 4747 | 6.4% |
| 6 | 4532 | 6.1% |
| 13 | 3720 | 5.0% |
| 14 | 2305 | 3.1% |
| 5 | 1913 | 2.6% |
| Other values (18) | 7595 |
| Value | Count | Frequency (%) |
| 1 | 16 | < 0.1% |
| 2 | 14 | < 0.1% |
| 3 | 213 | 0.3% |
| 4 | 948 | 1.3% |
| 5 | 1913 | 2.6% |
| 6 | 4532 | 6.1% |
| 7 | 6574 | |
| 8 | 9966 | |
| 9 | 12473 | |
| 10 | 11480 |
| Value | Count | Frequency (%) |
| 29 | 18 | < 0.1% |
| 27 | 33 | < 0.1% |
| 26 | 19 | < 0.1% |
| 25 | 21 | < 0.1% |
| 24 | 29 | < 0.1% |
| 23 | 120 | 0.2% |
| 22 | 98 | 0.1% |
| 21 | 241 | |
| 20 | 415 | |
| 19 | 588 |
Interactions
Correlations
| Age | Diameter | Height | Length | Sex | Shell Weight | Shucked Weight | Viscera Weight | Weight | |
|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.679 | 0.704 | 0.669 | 0.424 | 0.736 | 0.613 | 0.677 | 0.690 |
| Diameter | 0.679 | 1.000 | 0.913 | 0.984 | 0.476 | 0.959 | 0.956 | 0.957 | 0.977 |
| Height | 0.704 | 0.913 | 1.000 | 0.909 | 0.419 | 0.931 | 0.891 | 0.911 | 0.927 |
| Length | 0.669 | 0.984 | 0.909 | 1.000 | 0.471 | 0.954 | 0.960 | 0.958 | 0.977 |
| Sex | 0.424 | 0.476 | 0.419 | 0.471 | 1.000 | 0.479 | 0.458 | 0.480 | 0.487 |
| Shell Weight | 0.736 | 0.959 | 0.931 | 0.954 | 0.479 | 1.000 | 0.926 | 0.947 | 0.972 |
| Shucked Weight | 0.613 | 0.956 | 0.891 | 0.960 | 0.458 | 0.926 | 1.000 | 0.950 | 0.975 |
| Viscera Weight | 0.677 | 0.957 | 0.911 | 0.958 | 0.480 | 0.947 | 0.950 | 1.000 | 0.975 |
| Weight | 0.690 | 0.977 | 0.927 | 0.977 | 0.487 | 0.972 | 0.975 | 0.975 | 1.000 |
Missing values
Sample
| Sex | Length | Diameter | Height | Weight | Shucked Weight | Viscera Weight | Shell Weight | Age | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | I | 1.5250 | 1.1750 | 0.3750 | 28.973189 | 12.728926 | 6.647958 | 8.348928 | 9 |
| 1 | I | 1.1000 | 0.8250 | 0.2750 | 10.418441 | 4.521745 | 2.324659 | 3.401940 | 8 |
| 2 | M | 1.3875 | 1.1125 | 0.3750 | 24.777463 | 11.339800 | 5.556502 | 6.662133 | 9 |
| 3 | F | 1.7000 | 1.4125 | 0.5000 | 50.660556 | 20.354941 | 10.991839 | 14.996885 | 11 |
| 4 | I | 1.2500 | 1.0125 | 0.3375 | 23.289114 | 11.977664 | 4.507570 | 5.953395 | 8 |
| 5 | M | 1.5000 | 1.1750 | 0.4125 | 28.845616 | 13.409313 | 6.789705 | 7.937860 | 10 |
| 6 | M | 1.5750 | 1.1375 | 0.3500 | 30.022120 | 11.935140 | 7.342521 | 8.646598 | 11 |
| 7 | I | 1.3125 | 1.0250 | 0.3500 | 18.299602 | 8.249704 | 3.898056 | 5.669900 | 11 |
| 8 | F | 1.6000 | 1.2875 | 0.4375 | 38.824640 | 16.967176 | 7.413394 | 10.772810 | 12 |
| 9 | M | 1.0250 | 0.7625 | 0.2625 | 10.305043 | 4.493396 | 2.126212 | 2.976698 | 11 |
| Sex | Length | Diameter | Height | Weight | Shucked Weight | Viscera Weight | Shell Weight | Age | |
|---|---|---|---|---|---|---|---|---|---|
| 74041 | I | 1.3250 | 1.0375 | 0.3250 | 21.006979 | 9.100190 | 4.606794 | 5.669900 | 8 |
| 74042 | I | 1.1375 | 0.8875 | 0.3125 | 15.039410 | 7.243297 | 3.727959 | 3.784658 | 8 |
| 74043 | M | 1.2500 | 1.0000 | 0.3000 | 17.463292 | 6.775531 | 3.898056 | 5.244657 | 9 |
| 74044 | F | 1.5750 | 1.2500 | 0.3875 | 31.708916 | 13.295915 | 7.328346 | 9.497082 | 10 |
| 74045 | F | 1.6250 | 1.4125 | 0.4875 | 49.874538 | 23.005619 | 10.248344 | 11.481547 | 10 |
| 74046 | F | 1.6625 | 1.2625 | 0.4375 | 50.660556 | 20.680960 | 10.361742 | 12.332033 | 10 |
| 74047 | I | 1.0750 | 0.8625 | 0.2750 | 10.446791 | 4.323299 | 2.296310 | 3.543687 | 6 |
| 74048 | F | 1.4875 | 1.2000 | 0.4125 | 29.483480 | 12.303683 | 7.540967 | 8.079607 | 10 |
| 74049 | I | 1.2125 | 0.9625 | 0.3125 | 16.768729 | 8.972617 | 2.919999 | 4.280774 | 8 |
| 74050 | I | 0.9125 | 0.6750 | 0.2000 | 5.386405 | 2.055339 | 1.034757 | 1.700970 | 6 |